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@@ -83,8 +83,8 @@ We test the pairwise comparison on
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  **While PairRM is a extremely small model (0.4B) based on deberta, the pairwise comparison aggrement performance approches GPT-4's performance!**
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  Two reasons to attribute:
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- - Our PairRM specically designed model arch for pairwise comparison through bidirectional attention (See paper for more details)
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- - The high-quality and large-scale human preference annotation data it was train on (see tags for list)
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  ## Usage Example
 
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  **While PairRM is a extremely small model (0.4B) based on deberta, the pairwise comparison aggrement performance approches GPT-4's performance!**
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  Two reasons to attribute:
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+ - Our PairRM specically designed model arch for pairwise comparison through bidirectional attention (See LLM-blender paper for more details)
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+ - The high-quality and large-scale human preference annotation data it was train on (see training dataset list on this hugging face page)
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  ## Usage Example